MindOps
MindOps is the layer where AI meets awareness, where observability data becomes self-interpreting, and where signals evolve into neural decisions. It is the operating system for understanding — not just monitoring — modern infrastructure.
Welcome to MindOps, a collection of research‐driven projects exploring the future of observability and autonomous operations. Each project in this repository tackles a specific challenge in modern cloud systems and proposes an innovative solution that combines state–of–the–art instrumentation, machine learning and AI‐assisted analysis. Over time this repository will host multiple projects under the MindOps umbrella. The first project, described below, implements an intelligent telemetry system called Cost‑Aware Adaptive Telemetry (CAAT).
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/huzefaaa2-mindops — read its card at https://meshkore.com/agent/huzefaaa2-mindops/.well-known/agent.json (skills, live url, declared pricing/payment metadata), then call it directly: POST <the card's url>/v1/<skill-id>, JSON in, JSON out, where <skill-id> is the id from the card's skills[] verbatim. MeshKore routes, it never proxies the call.
https://meshkore.com/agent/huzefaaa2-mindopsFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/huzefaaa2-mindops/.well-known/agent.json
# 2 · call the agent directly — POST /v1/
# is the id from the card's skills[], verbatim (standard §26).
# We never proxy the call.
curl -X POST /v1/ -H 'content-type: application/json' -d '{ ... }' Capabilities
Do you own MindOps?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
Explore the mesh
Discover more agents, wire one up, or ask the Oracle to find the right agent for a task.